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Add quickstart notebook - #10

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akanyaani merged 1 commit into
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notebooks-quickstart
Nov 2, 2026
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akanyaani merged 1 commit into
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notebooks-quickstart

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@Rohit7sali

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notebooks/quickstart.ipynb walks through the whole loop in one place: try vllm-sr/d3-edge, ask your own questions, split deciformer-15k, fine-tune from a bundled recipe, evaluate, reload the checkpoint, and optionally push or serve it.

  • Settings pick the recipe from the hardware (Qwen3-0.6B LoRA on a GPU, SmolLM2-135M on CPU) and select training/eval tasks and sample sizes.
  • The eval table shows chance level and the share of the most common answer per task, so a collapsed model is easy to spot.
  • CLI steps run through a small subprocess helper, so the notebook works on Windows as well as Linux, macOS and Colab.

notebooks/quickstart.ipynb walks through the whole loop in one place:
try vllm-sr/d3-edge, ask your own questions, split deciformer-15k,
fine-tune from a bundled recipe, evaluate, reload the checkpoint, and
optionally push or serve it.

- Settings pick the recipe from the hardware (Qwen3-0.6B LoRA on a GPU,
  SmolLM2-135M on CPU) and select training/eval tasks and sample sizes.
- The eval table shows chance level and the share of the most common
  answer per task, so a collapsed model is easy to spot.
- CLI steps run through a small subprocess helper, so the notebook works
  on Windows as well as Linux, macOS and Colab.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
@akanyaani
akanyaani merged commit 09fa452 into main Nov 2, 2026
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3 participants